Parametrised polyconvex hyperelasticity with physics-augmented neural networks

Dominik K. Klein, Fabian J. Roth, Iman Valizadeh +1

In the present work, neural networks are applied to formulate parametrised hyperelastic constitutive models. The models fulfill all common mechanical conditions of hyperelasticity…